frappe-data-migration-generator

Generate a data migration script by specifying your CSV file, target DocType, and field mappings. The Skill produces production-ready Python code with built-in validation, error handling, and batched commits to safely import large datasets into Frappe while checking for duplicates.

Data migration scripts generated by this Skill automate the transformation and import process with comprehensive error handling, progress tracking, and duplicate detection. This eliminates manual data entry errors and ensures data integrity when moving large volumes from external sources.

The Skill generates scripts that implement efficient batched commits and bulk operations, minimizing processing time while maintaining data integrity. This approach handles large volumes—such as 10,000+ customer records—without overwhelming the system.

Generated migration scripts include data transformation patterns that map source fields to Frappe DocType structures, validate data types and formats (such as email addresses), and enforce uniqueness constraints before insertion.

Yes, the generated scripts support both insert and update logic for bulk operations, allowing you to import new records or update existing ones with proper duplicate checking and transactional safety.

Generated scripts include comprehensive error handling and progress tracking, so migration can resume or be debugged without losing work. Validation occurs before commits, and batched processing prevents partial data corruption.